• cmenet

  • Referenced in 7 articles [sw21048]
  • improved performance of cmenet over existing selection methods, such as the LASSO and SparseNet. Applied ... wing shape, cmenet not only provides improved predictive performance over existing techniques, but also reveals...
  • lpc

  • Referenced in 5 articles [sw11217]
  • Lassoed Principal Components (LPC), that builds upon existing methods and can provide a sizable improvement...
  • GraphLab

  • Referenced in 22 articles [sw12830]
  • patterns in ML, we developed GraphLab, which improves upon abstractions like MapReduce by compactly expressing ... belief propagation, Gibbs sampling, Co-EM, Lasso and Compressed Sensing. We show that using GraphLab...
  • stabs

  • Referenced in 1 article [sw23494]
  • high-dimensional variable selection procedures such as Lasso or boosting. Both, standard stability selection (Meinshausen ... /j.1467-9868.2010.00740.x>) and complementary pairs stability selection with improved error bounds (Shah & Samworth...
  • RuleFit

  • Referenced in 1 article [sw20934]
  • analytics and some additional options. A principal improvement is the use of glmnet (Friedman, Hastie ... sprectum of elastic net procedures from the lasso to ridge regression, thereby allowing the user...
  • GPSR

  • Referenced in 1 article [sw14968]
  • Least Absolute Shrinkage and Selection Operator (LASSO), wavelet-based deconvolution, and Compressed Sensing are just ... step based on the conjugate-gradient algorithm improves the results further...
  • CSDP

  • Referenced in 197 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • LSQR

  • Referenced in 358 articles [sw00530]
  • Algorithm 583: LSQR: Sparse Linear Equations and Least...
  • MapReduce

  • Referenced in 250 articles [sw00546]
  • MapReduce is a new parallel programming model initially...
  • Matlab

  • Referenced in 12074 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 8359 articles [sw00771]
  • R is a language and environment for statistical...
  • OSCAR

  • Referenced in 46 articles [sw03026]
  • Simultaneous regression shrinkage, variable selection, and supervised clustering...
  • AMPL

  • Referenced in 583 articles [sw04001]
  • AMPL is a comprehensive and powerful algebraic modeling...
  • SeDuMi

  • Referenced in 1175 articles [sw04002]
  • SeDuMi is a Matlab toolbox for solving optimization...
  • SDPT3

  • Referenced in 609 articles [sw04009]
  • This software is designed to solve conic programming...
  • UCI-ml

  • Referenced in 3041 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • CPLEX

  • Referenced in 2551 articles [sw04082]
  • IBM® ILOG® CPLEX® offers C, C++, Java, .NET...
  • CRAN

  • Referenced in 456 articles [sw04351]
  • R is ‘GNU S’, a freely available language...
  • LSODE

  • Referenced in 128 articles [sw04374]
  • LSODE (Livermore Solver for Ordinary Differential Equations) solves...
  • forecast

  • Referenced in 106 articles [sw04505]
  • R package forecast: Forecasting functions for time series...